paper

On the precision matrix of an irregularly sampled AR(1) process

arXiv:1801.03791

Abstract

Irregularly sampled AR(1) processes appear in many computationally demanding applications. This text provides an analytical expression for the precision matrix of such a process, and gives efficient algorithms for density evaluation and simulation, implemented in the R package irregulAR1.